{"id":"W3215295011","doi":"10.1016/j.biocontrol.2021.104808","title":"Biological control of potato common scab by plant-beneficial bacteria","year":2021,"lang":"en","type":"article","venue":"Biological Control","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Biology; Common scab; Biological pest control; Bacteria; Biotechnology; Agronomy; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000220812,0.0002618671,0.0006621532,0.000008440566,0.0001477323,0.00004569883,0.0003331846,0.0003476086,0.0008386362],"category_scores_gemma":[0.0001697233,0.00009624971,0.0002675118,0.0001886983,0.0001712828,0.00003694713,0.00006054522,0.0001502276,0.00003912409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001641751,"about_ca_system_score_gemma":0.0000199142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004153465,"about_ca_topic_score_gemma":0.0001190558,"domain_scores_codex":[0.99794,0.0003956616,0.00047669,0.0004802268,0.0002017898,0.0005056026],"domain_scores_gemma":[0.998652,0.0007434732,0.0001719359,0.0001013327,0.0001118507,0.0002193411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007195812,0.0003532369,0.04601431,0.000005521305,0.00005861322,0.00005301592,0.000003529867,0.000002087725,0.9424403,0.0004695941,0.001484154,0.008396083],"study_design_scores_gemma":[0.003297127,0.001741607,0.820944,0.00005567051,0.00009872056,0.00005046386,0.0001691866,0.0002007315,0.03553272,0.001663708,0.1353408,0.0009053421],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869963,0.003445385,0.00004351639,0.001041113,0.0001282849,0.0002635725,0.007710167,0.00007189047,0.0002997635],"genre_scores_gemma":[0.9964153,0.0005272308,0.00002771332,0.00139468,0.0002731881,0.00002595552,0.001298917,0.000001239481,0.00003578425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9069076,"threshold_uncertainty_score":0.9182478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858067421693241,"score_gpt":0.2087511717430697,"score_spread":0.1901704975261373,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}